Nicolas Reyns

Publication Activity (10 Years)

Years Active: 2013-2017
Publications (10 Years): 5

Top Topics

Magnetic Resonance Images

Classification Scheme

Top Venues

Int. J. Comput. Assist. Radiol. Surg.

Comput. Medical Imaging Graph.

Publications

Jose Dolz, Nicolas Reyns, Nacim Betrouni, Dris Kharroubi, Mathilde Quidet, Laurent Massoptier, Maximilien Vermandel
A deep learning classification scheme based on augmented-enhanced features to segment organs at risk on the optic region in brain cancer patients. CoRR (2017)
Jose Dolz, Nacim Betrouni, Mathilde Quidet, Dris Kharroubi, Henri-Arthur Leroy, Nicolas Reyns, Laurent Massoptier, Maximilien Vermandel
Stacking denoising auto-encoders in a deep network to segment the brainstem on MRI in brain cancer patients: A clinical study. Comput. Medical Imaging Graph. 52 (2016)
Jose Dolz, Anne Laprie, Soléakhéna Ken, Henri-Arthur Leroy, Nicolas Reyns, Laurent Massoptier, Maximilien Vermandel
Supervised machine learning-based classification scheme to segment the brainstem on MRI in multicenter brain tumor treatment context. Int. J. Comput. Assist. Radiol. Surg. 11 (1) (2016)
Maximilien Vermandel, Grégory Baert, Nicolas Reyns, Nacim Betrouni
Phantom and non-rigid registration to tackle distorsions from MRI in stereotactic conditions: Proof of concept and preliminary results. ISBI (2015)
Jose Dolz, Henri-Arthur Leroy, Nicolas Reyns, Laurent Massoptier, Maximilien Vermandel
A fast and fully automated approach to segment optic nerves on MRI and its application to radiosurgery. ISBI (2015)
L. Verscheure, Laurent Peyrodie, Anne-Sophie Dewalle, Nicolas Reyns, Nacim Betrouni, Serge Mordon, Maximilien Vermandel
Three-dimensional skeletonization and symbolic description in vascular imaging: preliminary results. Int. J. Comput. Assist. Radiol. Surg. 8 (2) (2013)